User responses to social robots - experimental insights and psychophysiological measures

R. Stock
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Abstract

Companies in China, Japan and USA started introducing social robots at the customer interface in various industries, such as hospitality services, retailing, and health care services. In contrast to production robots, social robots are humanoid and communicate with speech and gestures with the primary purpose to interact with humans. While the prevalence of social robots is increasing, knowledge about the user acceptance of these robots is scarce. Based on an experimental series, potential stressors as well as emotional and behavioral user responses to the interaction with a social robot are examined. The experimental setting was a hotel reception, in which participants had to interact with the social robot (i.e., the humanoid robot Pepper) in the role of a hotel guest. Participants' psychological responses to the social robot were assessed via self-assessments of the participants. Beyond these standard measures, external raters evaluated the participants' responses by evaluating their facial expressions and gestures on the basis of the video recordings of the experimental procedure. Furthermore, a non-intrusive wearable device, Empatica E4, was used to measure physiological data, in particular heart rate (HR), heart rate variability (HRV) and electrodermal activity (EDA). Results show that participants were able to clearly recognize robotic emotions and behaviors. Furthermore, we could reveal similar patterns within a human-robot-interaction as compared to human-human-interactions.
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用户对社交机器人的反应——实验见解和心理生理测量
中国、日本和美国的公司开始在酒店服务、零售和医疗保健服务等各个行业的客户界面引入社交机器人。与生产机器人相比,社交机器人是类人机器人,通过语音和手势进行交流,主要目的是与人类互动。虽然社交机器人的普及程度越来越高,但关于用户对这些机器人的接受程度的知识却很少。基于一系列的实验,潜在的压力源以及情感和行为的用户反应与社交机器人的互动进行了检查。实验设置在酒店接待处,参与者必须与扮演酒店客人角色的社交机器人(即人形机器人Pepper)互动。通过参与者的自我评估来评估参与者对社交机器人的心理反应。除了这些标准措施外,外部评分者还根据实验过程的视频记录,通过评估参与者的面部表情和手势来评估参与者的反应。此外,一种非侵入式可穿戴设备Empatica E4用于测量生理数据,特别是心率(HR)、心率变异性(HRV)和皮电活动(EDA)。结果表明,参与者能够清楚地识别机器人的情绪和行为。此外,我们可以在人机交互中发现与人机交互相似的模式。
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